Are leading risk factors for cancer and mental disorders multimorbidity shared by these two individual conditions in community-dwelling middle-aged adults?

Journal article


Shang, Xianwen, Hodge, Allison M., Peng, Wei, He, Mingguang and Zhang, Lei. (2020). Are leading risk factors for cancer and mental disorders multimorbidity shared by these two individual conditions in community-dwelling middle-aged adults? Cancers. 12(6), pp. 1-15. https://doi.org/10.3390/cancers12061700
AuthorsShang, Xianwen, Hodge, Allison M., Peng, Wei, He, Mingguang and Zhang, Lei
Abstract

Data on the leading shared risk factors of cancer and mental disorders are limited. We included 98,958 participants (54.8% women) aged 45–64 years from the 45 and Up Study who were free of cancer, depression, and anxiety at baseline (2006–2009). The incidence of cancer, mental disorders, and multimorbidity (concurrent cancer and mental disorders) was identified using claim databases during follow-up until 31 December 2016. During a nine-year follow-up, the cumulative incidence of cancer, mental disorders, and multimorbidity was 8.8%, 17.4%, and 2.2%, respectively. Participants with cancer were 3.41 times more likely to develop mental disorders, while individuals with mental disorders were 3.06 times more likely to develop cancer than people without these conditions. The shared risk factors for cancer and mental disorders were older age, female gender, smoking, psychological distress, low fruit intake, poor/fair self-rated health, hypertension, arthritis, asthma, and diabetes. Low education, low income, overweight/obesity, and family history of depression were risk factors for mental disorders and multimorbidity but not cancer. In conclusion, smoking, low fruit intake, and obesity are key modifiable factors for the prevention of cancer and mental disorders. Individuals with poor/fair self-rated health, high psychological distress, asthma, hypertension, arthritis, or diabetes should be targeted for the prevention and screening of cancer and mental disorders.

Keywordsmultimorbidity; cancer; mental disorders; shared risk factors; leading risk factors; machine learning
Year2020
JournalCancers
Journal citation12 (6), pp. 1-15
PublisherMultidisciplinary Digital Publishing Institute (MDPI AG)
ISSN2072-6694
Digital Object Identifier (DOI)https://doi.org/10.3390/cancers12061700
Scopus EID2-s2.0-85088920715
Open accessPublished as ‘gold’ (paid) open access
Research or scholarlyResearch
Page range1-15
Publisher's version
License
File Access Level
Open
Output statusPublished
Publication dates
Online26 Jun 2020
Publication process dates
Accepted24 Jun 2020
Deposited28 Jul 2021
Permalink -

https://acuresearchbank.acu.edu.au/item/8w6vx/are-leading-risk-factors-for-cancer-and-mental-disorders-multimorbidity-shared-by-these-two-individual-conditions-in-community-dwelling-middle-aged-adults

Download files


Publisher's version
OA_Shang_2020_Are_leading_risk_factors_for_cancer.pdf
License: CC BY 4.0
File access level: Open

  • 63
    total views
  • 21
    total downloads
  • 0
    views this month
  • 0
    downloads this month
These values are for the period from 19th October 2020, when this repository was created.

Export as

Related outputs

Associations of vision impairment and eye diseases with memory decline over 4 years in China and the United States
Shang, Xianwen, Zhu, Zhuoting, Wang, Wei and He, Mingguang. (2021). Associations of vision impairment and eye diseases with memory decline over 4 years in China and the United States. American Journal of Ophthalmology. 228, pp. 16-26. https://doi.org/10.1016/j.ajo.2021.03.021
Energy and macronutrient intakes at breakfast and cognitive declines in community-dwelling older adults : A 9-year follow-up cohort study
Xianwen Shang, Hill, Edward, Li, Yanping and He, Mingguang. (2021). Energy and macronutrient intakes at breakfast and cognitive declines in community-dwelling older adults : A 9-year follow-up cohort study. American Journal of Clinical Nutrition. 113(5), pp. 1093-1103. https://doi.org/10.1093/ajcn/nqaa403
Independent and interactive associations of fitness and fatness with changes in cardiometabolic risk in children : A longitudinal analysis
Shang, Xianwen, Li, Yanping, Xu, Haiquan, Zhang, Qian, Hu, Xiaoqi, Liu, Ailing, Du, Songming, Li, Tingyu, Guo, Hongwei, Li, Ying, Xu, Guifa, Liu, Weijia, Ma, Jun and Ma, Guansheng. (2020). Independent and interactive associations of fitness and fatness with changes in cardiometabolic risk in children : A longitudinal analysis. Frontiers in Endocrinology. 11, p. 342. https://doi.org/10.3389/fendo.2020.00342
The clustering of low diet quality, low physical fitness, and unhealthy sleep pattern and its association with changes in cardiometabolic risk factors in children
Shang, Xianwen, Li, Yanping, Xu, Haiquan, Zhang, Qian, Liu, Ailing and Ma, Guansheng. (2020). The clustering of low diet quality, low physical fitness, and unhealthy sleep pattern and its association with changes in cardiometabolic risk factors in children. Nutrients. 12(2), p. 591. https://doi.org/10.3390/nu12020591
Meal patterns and changes in cardiometabolic risk factors in children : A longitudinal analysis
Shang, Xianwen, Li, Yanping, Xu, Haiquan, Zhang, Qian, Liu, Ailing, Du, Songming and Ma, Guansheng. (2020). Meal patterns and changes in cardiometabolic risk factors in children : A longitudinal analysis. Nutrients. 12(3), pp. 1-13. https://doi.org/10.3390/nu12030799
Leading dietary determinants identified using machine learning techniques and a healthy diet score for changes in cardiometabolic risk factors in children : A longitudinal analysis
Shang, Xianwen, Li, Yanping, Xu, Haiquan, Zhang, Qian, Liu, Ailing, Du, Songming, Guo, Hongwei and Ma, Guansheng. (2020). Leading dietary determinants identified using machine learning techniques and a healthy diet score for changes in cardiometabolic risk factors in children : A longitudinal analysis. Nutrition Journal. 19(1), p. 105. https://doi.org/10.1186/s12937-020-00611-2
Leading determinants for multimorbidity in middle-aged Australian men and women : A nine-year follow-up cohort study
Shang, Xianwen, Peng, Wei, Wu, Jinrong, He, Mingguang and Zhang, Lei. (2020). Leading determinants for multimorbidity in middle-aged Australian men and women : A nine-year follow-up cohort study. Preventive Medicine. 141, p. 106260. https://doi.org/10.1016/j.ypmed.2020.106260
Healthy breakfast habits and changes in obesity-related cardiometabolic markers in children : A longitudinal analysis
Shang, Xianwen, Li, Yanping, Xu, Haiquan, Zhang, Qian, Hu, Xiaoqi, Liu, Ailing, Du, Songming, Li, Tingyu, Guo, Hongwei, Li, Ying, Xu, Guifa, Liu, Weijia, Ma, Jun and Ma, Guansheng. (2020). Healthy breakfast habits and changes in obesity-related cardiometabolic markers in children : A longitudinal analysis. European Journal of Clinical Nutrition. 74(12), pp. 1685-1697. https://doi.org/10.1038/s41430-020-0614-7
Effect of comprehensive interventions including nutrition education and physical activity on high blood pressure among children : Evidence from school-based cluster randomized control trial in China
Xu, Haiquan, Li, Yanping, Shang, Xianwen, Du, Songming, Zhang, Qian, Liu, Ailing and Ma, Guansheng. (2020). Effect of comprehensive interventions including nutrition education and physical activity on high blood pressure among children : Evidence from school-based cluster randomized control trial in China. International Journal of Environmental Research and Public Health. 17(23), p. 8944. https://doi.org/10.3390/ijerph17238944
Leading determinants for disease-free status in community-dwelling middle-aged men and women : A 9-year follow-up cohort study
Shang, Xianwen, Wang, Wei, Keel, Stuart, Wu, Jinrong, He, Mingguang and Zhang, Lei. (2019). Leading determinants for disease-free status in community-dwelling middle-aged men and women : A 9-year follow-up cohort study. Frontiers in Public Health. 7, p. 320. https://doi.org/10.3389/fpubh.2019.00320
Dietary protein from different food sources, incident metabolic syndrome and changes in its components: an 11-year longitudinal study in healthy community-dwelling adults
Shang, Xianwen, Scott, David, Hodge, Allison, English, Dallas, Giles, Graham G., Ebeling, Peter and Sanders, Kerrie. (2017). Dietary protein from different food sources, incident metabolic syndrome and changes in its components: an 11-year longitudinal study in healthy community-dwelling adults. Clinical Nutrition. 36(6), pp. 1540 - 1548. https://doi.org/10.1016/j.clnu.2016.09.024
Dietary quality is associated with abdominal aortic calcification: a mean of 18-year longitudinal study in community-dwelling older adults
Shang, Xianwen, Scott, David, Hodge, Allison, Khan, Belal, Khan, Nayab, English, Dallas, Giles, Graham G., Ebeling, Peter and Sanders, Kerrie. (2017). Dietary quality is associated with abdominal aortic calcification: a mean of 18-year longitudinal study in community-dwelling older adults. Journal of Nutrition, Health and Aging. 21(2), pp. 147 - 151. https://doi.org/10.1007/s12603-016-0738-6
Past physical activity and age-related macular degeneration: The Melbourne Collaborative Cohort Study
McGuinness, Myra B., Karahalios, Amalia, Simpson, Julie A., Guymer, Robyn H., Robman, Liubov D., Hodge, Allison, Cerin, Ester, Giles, Graham G. and Finger, Robert P.. (2016). Past physical activity and age-related macular degeneration: The Melbourne Collaborative Cohort Study. British Journal of Ophthalmology. https://doi.org/10.1136/bjophthalmol-2015-307663
Dietary protein intake and risk of type 2 diabetes: Results from the Melbourne Collaborative Cohort Study and a meta-analysis of prospective studies
Shang, Xianwen, Scott, David, Hodge, Allison M., English, Dallas R., Giles, Graham G., Ebeling, Peter R. and Sanders, Kerrie M.. (2016). Dietary protein intake and risk of type 2 diabetes: Results from the Melbourne Collaborative Cohort Study and a meta-analysis of prospective studies. American Journal of Clinical Nutrition. 104(5), pp. 1352 - 1365. https://doi.org/10.3945/ajcn.116.140954
Dietary a-linolenic acid and total omega-3 fatty acids are inversely associated with abdominal aortic calcification in older women, but not in older men
Shang, Xianwen, Sanders, Kerrie, Scott, David, Khan, Belal, Hodge, Allison, Khan, Nayab, English, Dallas, Giles, Graham and Ebeling, Peter. (2015). Dietary a-linolenic acid and total omega-3 fatty acids are inversely associated with abdominal aortic calcification in older women, but not in older men. The Journal of Nutrition. 145(8), pp. 1778 - 1786. https://doi.org/10.3945/jn.115.211789